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Machine Learning
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Domain Adaptation
8,656 papers
Papers per year
2003: 1
2004: 2
2006: 11
2007: 9
2008: 8
2009: 13
2010: 14
2011: 16
2012: 16
2013: 44
2014: 32
2015: 44
2016: 126
2017: 203
2018: 378
2019: 662
2020: 726
2021: 1006
2022: 964
2023: 1217
2024: 1326
2025: 1387
2026: 451
Papers
Relative and Incomplete Time Expression Anchoring for Clinical Text
EMNLP 2020
Weakly Supervised Medication Regimen Extraction from Medical Conversations
EMNLP 2020
An Ensemble Approach for Automatic Structuring of Radiology Reports
EMNLP 2020
On the diminishing return of labeling clinical reports
EMNLP 2020
Guessing the Age of Acquisition of Italian Lemmas through Linear Regression
EMNLP 2020
Extending Implicit Discourse Relation Recognition to the PDTB-3
EMNLP 2020
A Corpus of Very Short Scientific Summaries
EMNLP 2020
MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation Parsing
EMNLP 2020
Generalization to Mitigate Synonym Substitution Attacks
EMNLP 2020
Enhancing Question Answering by Injecting Ontological Knowledge through Regularization
EMNLP 2020
Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts
EMNLP 2020
Domain adaptation challenges of BERT in tokenization and sub-word representations of Out-of-Vocabulary words
EMNLP 2020
Normalization of Long-tail Adverse Drug Reactions in Social Media
EMNLP 2020
Context-Aware Automatic Text Simplification of Health Materials in Low-Resource Domains
EMNLP 2020
Expressive Interviewing: A Conversational System for Coping with COVID-19
EMNLP 2020
A Comprehensive Dictionary and Term Variation Analysis for COVID-19 and SARS-CoV-2
EMNLP 2020
Real-time Classification, Geolocation and Interactive Visualization of COVID-19 Information Shared on Social Media to Better Understand Global Developments
EMNLP 2020
Swimming with the Tide? Positional Claim Detection across Political Text Types
EMNLP 2020
Does Social Support (Expressed in Post Titles) Elicit Comments in Online Substance Use Recovery Forums?
EMNLP 2020
Social media data as a lens onto care-seeking behavior among women veterans of the US armed forces
EMNLP 2020
The future of arXiv and knowledge discovery in open science
EMNLP 2020
Cydex: Neural Search Infrastructure for the Scholarly Literature
EMNLP 2020
Divide and Conquer: From Complexity to Simplicity for Lay Summarization
EMNLP 2020
They Are Not All Alike: Answering Different Spatial Questions Requires Different Grounding Strategies
EMNLP 2020
A Little Bit Is Worse Than None: Ranking with Limited Training Data
EMNLP 2020
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